Quarterback_With_Overall
This first thing describes: * Run multiple regression
## Warning: package 'ggplot2' was built under R version 3.2.4##
## Call:
## lm(formula = QBover ~ QBzscores[, 2] + QBzscores[, 3] + QBzscores[,
## 4] + QBzscores[, 5] + QBzscores[, 6] + QBzscores[, 7] + QBzscores[,
## 8] + QBzscores[, 9] + QBzscores[, 10] + QBzscores[, 11] +
## QBzscores[, 12] + QBzscores[, 13] + QBzscores[, 14] + QBzscores[,
## 15] + QBzscores[, 16] + QBzscores[, 17] + QBzscores[, 18] +
## QBzscores[, 19] + QBzscores[, 20] + QBzscores[, 21] + QBzscores[,
## 22], data = QBzscores)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.065540 -0.020437 -0.000251 0.021488 0.061184
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 8.072e-16 2.916e-03 0.000 1.000000
## QBzscores[, 2] 6.380e-02 5.754e-03 11.089 < 2e-16 ***
## QBzscores[, 3] 1.886e-02 5.128e-03 3.677 0.000387 ***
## QBzscores[, 4] 3.569e-03 5.319e-03 0.671 0.503899
## QBzscores[, 5] 4.234e-02 7.738e-03 5.472 3.48e-07 ***
## QBzscores[, 6] 5.230e-01 5.242e-03 99.775 < 2e-16 ***
## QBzscores[, 7] -2.108e-03 3.579e-03 -0.589 0.557249
## QBzscores[, 8] 1.959e-01 4.247e-03 46.120 < 2e-16 ***
## QBzscores[, 9] 1.777e-01 4.818e-03 36.871 < 2e-16 ***
## QBzscores[, 10] 1.906e-01 5.161e-03 36.932 < 2e-16 ***
## QBzscores[, 11] 1.046e-01 4.786e-03 21.855 < 2e-16 ***
## QBzscores[, 12] 2.368e-03 3.393e-03 0.698 0.486957
## QBzscores[, 13] -2.300e-03 4.569e-03 -0.503 0.615876
## QBzscores[, 14] 4.143e-03 4.014e-03 1.032 0.304540
## QBzscores[, 15] 2.599e-03 6.054e-03 0.429 0.668599
## QBzscores[, 16] 5.864e-04 7.482e-03 0.078 0.937684
## QBzscores[, 17] -5.366e-03 8.315e-03 -0.645 0.520266
## QBzscores[, 18] -2.272e-04 5.467e-03 -0.042 0.966936
## QBzscores[, 19] -6.361e-03 8.326e-03 -0.764 0.446770
## QBzscores[, 20] 1.327e-02 8.988e-03 1.477 0.143002
## QBzscores[, 21] 1.627e-01 4.524e-03 35.968 < 2e-16 ***
## QBzscores[, 22] 2.254e-02 4.618e-03 4.882 4.12e-06 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.03181 on 97 degrees of freedom
## Multiple R-squared: 0.9992, Adjusted R-squared: 0.999
## F-statistic: 5595 on 21 and 97 DF, p-value: < 2.2e-16##
## Call:
## lm(formula = QBover ~ QBReduced[, 2] + QBReduced[, 3] + QBReduced[,
## 4] + QBReduced[, 5] + QBReduced[, 6] + QBReduced[, 7] + QBReduced[,
## 8] + QBReduced[, 9] + QBReduced[, 10] + QBReduced[, 11],
## data = QBReduced)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.064856 -0.023046 -0.001022 0.024032 0.059564
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 8.122e-16 2.865e-03 0.000 1.000000
## QBReduced[, 2] 6.198e-02 5.222e-03 11.870 < 2e-16 ***
## QBReduced[, 3] 1.802e-02 4.764e-03 3.784 0.000254 ***
## QBReduced[, 4] 4.667e-02 5.612e-03 8.315 3.01e-13 ***
## QBReduced[, 5] 5.259e-01 4.582e-03 114.759 < 2e-16 ***
## QBReduced[, 6] 1.989e-01 3.640e-03 54.644 < 2e-16 ***
## QBReduced[, 7] 1.757e-01 4.408e-03 39.860 < 2e-16 ***
## QBReduced[, 8] 1.925e-01 4.605e-03 41.807 < 2e-16 ***
## QBReduced[, 9] 1.040e-01 4.558e-03 22.813 < 2e-16 ***
## QBReduced[, 10] 1.616e-01 4.238e-03 38.135 < 2e-16 ***
## QBReduced[, 11] 2.182e-02 4.198e-03 5.196 9.69e-07 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.03126 on 108 degrees of freedom
## Multiple R-squared: 0.9991, Adjusted R-squared: 0.999
## F-statistic: 1.217e+04 on 10 and 108 DF, p-value: < 2.2e-16
## OVR Speed Acceleration Strength Agility Awareness
## 1 0.0482533 1.0339245 0.8356295 0.5662358 1.3487877 -0.1170179
## 2 -0.6652454 0.3101403 0.4205674 -0.2478984 0.1997303 -0.6987336
## 3 -0.0267346 -0.4123168 -0.5830867 -0.6961703 -0.6366090 0.3724831
## 4 2.0775526 -0.8054795 -0.8837102 0.4400091 -0.4359791 1.7533047
## 5 -0.2309096 -0.9448283 -0.4700220 0.6622294 -1.0762656 -0.3925066
## Carrying Throw.Power Throw.Accuracy.Short Throw.Accuracy.Mid
## 1 0.7088140 0.4689319 -0.3206737 -0.2109319
## 2 0.2187943 -0.3324240 -0.3422399 -0.3451996
## 3 -0.6139238 -0.8184158 0.2675936 -0.2099542
## 4 -0.2805362 0.7433859 1.4473904 1.9698906
## 5 -0.2354838 1.0088285 -0.4337602 -0.1072981
## Throw.Accuracy.Deep Injury Stamina Toughness Trucking
## 1 -0.1084968 0.173726968 0.593396185 0.5467340 1.12941120
## 2 -0.4557414 -0.009438526 -0.583185217 -0.3905357 -0.03736505
## 3 -0.2600839 -0.527831435 -0.003722889 -0.1621669 -0.86286281
## 4 1.8120741 0.608645326 1.109022582 0.7050248 -0.24962299
## 5 0.2243110 0.261277770 -0.543056247 -0.2606253 0.14938966
## Elusiveness Ball.Carrier.Vision Stiff.Arm Spin.Move Juke.Move
## 1 1.3438064 1.1710367 1.115512531 1.2288556 1.27985127
## 2 0.2284593 0.2912777 -0.007478459 0.3331049 0.21045552
## 3 -0.8342239 -0.7332225 -0.853826306 -0.5774278 -0.63886190
## 4 -0.2334566 -0.1334138 -0.169818538 -0.6685522 -0.03228203
## 5 -0.9172028 -1.0687238 0.013589428 -1.1132769 -1.33247714
## Play.Action Throw.On.The.Run
## 1 -0.24913225 0.9207547
## 2 -0.55201382 -0.2299339
## 3 0.24927054 -0.4000228
## 4 1.53822769 0.4640745
## 5 -0.09161816 -0.5849021
## Speed Acceleration Strength Agility Awareness Carrying
## 1 0.6358309 0.4843832 0.1912733 0.7777381 -0.92369691 0.48075257
## 2 0.3402640 0.4282638 -0.4297077 0.2369007 -0.07926715 -0.13660762
## 3 -0.1171196 -0.3480086 -0.3166727 -0.2866709 0.74862311 -0.01136528
## 4 -1.5320836 -1.7712174 -0.3228358 -1.2249391 1.62453572 -0.79951284
## 5 -0.7144640 -0.3201902 0.9835375 -0.6774008 -0.06148418 -0.06214681
## Throw.Power Throw.Accuracy.Short Throw.Accuracy.Mid Throw.Accuracy.Deep
## 1 -0.05789392 -1.25969520 -0.87481127 -0.769616871
## 2 -0.34234749 0.14138268 0.00482494 -0.127269490
## 3 -0.48500669 0.85486308 0.09197605 0.005543462
## 4 0.11043858 1.47678137 1.80400227 1.678037708
## 5 1.16020610 -0.04473339 0.32984217 0.568134969
## Injury Stamina Toughness Trucking Elusiveness
## 1 -0.1319205 -0.56390954 -0.4194793 0.6693626 0.8479923
## 2 -0.2922798 -0.09484327 -0.3600051 -0.1887124 0.1161502
## 3 0.1982181 0.59834503 0.8212553 -0.5374043 -0.4569745
## 4 0.0478596 0.78340528 0.4999610 -1.1449175 -0.9657719
## 5 0.4828949 -0.01222939 0.1560870 0.4707956 -0.4885760
## Ball.Carrier.Vision Stiff.Arm Spin.Move Juke.Move Play.Action
## 1 0.6505071 0.5787951 0.7178422 0.7491299 -1.09459559
## 2 0.2717837 -0.1830830 0.2906402 0.2248691 0.02047408
## 3 -0.3915481 -0.4602104 -0.2170062 -0.3723892 0.69555118
## 4 -0.9515038 -0.8709912 -1.1415007 -0.5432959 1.39290199
## 5 -0.5721378 0.3874117 -0.8006719 -0.8184556 0.14890540
## Throw.On.The.Run
## 1 0.02782090
## 2 0.19859030
## 3 -0.03552368
## 4 -0.26212546
## 5 -0.24821844
## OVR Speed Acceleration Agility Awareness Throw.Power
## 1 -0.93624129 0.84878970 0.6999519 0.8965694 -0.8186822 -0.03531114
## 2 -0.36320145 -0.05557489 0.1978642 -0.1511235 -0.4276991 -0.21328948
## 3 1.05565792 1.00747669 0.7968645 1.2221326 0.5864293 0.98790930
## 4 2.21547783 -1.16380495 -1.2319797 -0.7159455 1.9186406 0.65229300
## 5 0.09434259 -0.81696428 -0.9631202 -0.9890462 0.4572845 -0.38792864
## Throw.Accuracy.Short Throw.Accuracy.Mid Throw.Accuracy.Deep Play.Action
## 1 -1.20144368 -0.7799402 -0.66241657 -1.0954766
## 2 0.06470019 -0.1804017 -0.30075234 -0.1584067
## 3 0.58526108 0.8152105 0.51576201 0.3722759
## 4 1.62680649 2.1413602 2.04221643 1.7186184
## 5 0.10490628 -0.2073220 0.08271863 0.4599524
## Throw.On.The.Run
## 1 -0.002162621
## 2 -0.198000199
## 3 1.470955467
## 4 0.406050825
## 5 -0.611069635
## Speed Acceleration Agility Awareness Throw.Power
## 1 0.9441984 0.71569741 1.0814766 -0.6282331 0.3164491
## 2 0.5221708 0.54192729 0.3377959 -0.3930731 -0.5880684
## 3 -0.3011468 -0.37305152 -0.3847833 0.6416901 -0.6306216
## 4 -1.8289028 -2.00582727 -1.5697386 1.0528835 0.1676360
## 5 -0.3370234 0.07698055 -0.3167583 -0.1959630 0.9855278
## Throw.Accuracy.Short Throw.Accuracy.Mid Throw.Accuracy.Deep Play.Action
## 1 -1.1423045 -0.55582124 -0.43829642 -0.77707841
## 2 0.3762483 -0.06967277 -0.54996054 -0.31325246
## 3 0.5268545 0.02422074 0.04974344 0.55804344
## 4 0.8253462 1.26386817 1.27246493 1.08482471
## 5 -0.1937509 0.03856773 0.39046229 -0.02639661
## Throw.On.The.Run
## 1 0.4839121
## 2 0.1358849
## 3 -0.1109490
## 4 -0.2625549
## 5 -0.4216461
## Overall Scrambling Accuracy DeepBall
## 1 -0.93795465 0.4032811 -0.81557356 -0.23502568
## 2 0.33218351 0.8887949 0.02986791 0.74430233
## 3 2.13752011 0.8208946 1.46582813 2.14047156
## 4 1.91478378 -1.1066768 1.71002773 0.03206103
## 5 -0.03787142 -0.5883037 0.11876961 -0.40309294
## Scrambling Accuracy DeepBall
## 1 0.8779739 -0.90358389 0.025610008
## 2 0.2512380 -0.24935754 -0.001880431
## 3 -0.1094357 0.50751420 -0.398078534
## 4 -1.4413082 1.37521726 0.066090981
## 5 -0.5264463 0.08831397 0.438132378
## Overall Running QB Awareness Throwing Fast Run Power Run
## 1 -0.86117090 0.67540008 -0.8548728 -0.5744635 0.9718840 0.9724261
## 2 -0.29321118 -0.06373211 -0.2138517 -0.1911509 -0.1844155 -0.1871175
## 3 1.14448729 1.13173576 0.6397735 0.7682939 1.1921209 1.2524882
## 4 2.04471330 -0.77460071 1.7071911 1.4481267 -0.2181391 -0.7617774
## 5 -0.06959447 -0.89044300 0.2161440 -0.1042542 -1.3384335 -1.0698468
## Running QB Awareness Throwing Fast Run Power Run
## 1 0.4484641 -1.0700541 -0.7847013 0.69506516 0.71122606
## 2 0.1726634 -0.3222854 0.1514994 -0.08626752 0.08439009
## 3 -0.2858739 0.9861503 0.5948018 -0.85256886 -0.44250934
## 4 -1.2810552 1.6581464 1.2453277 -0.34219821 -1.28022066
## 5 -0.1531725 0.5129618 -0.2159630 0.08868128 -0.23250756Notes: Keep 2, 3, 5, 6, 8, 9, 10, 11, 21, 22
so we have the clusters - i think we have a baseline weight based on correlation that we then adjust based on each cluster based on the thing with norms.
## Scrambling Accuracy DeepBall
## Ryan Tannehill -0.203236502 -0.2431477813 0.44638428
## Taylor Heinicke 1.369515108 -0.5348777925 -0.83463732
## Ben Roethlisberger -1.911508803 0.5620513770 1.34945743
## Marcus Mariota 0.583431216 -1.0153535235 0.43192231
## Drew Brees -1.166527231 1.8388344732 -0.67230724
## Jimmy Clausen -0.143318186 0.2090102365 -0.06569205
## Terrelle Pryor 1.483801898 -1.3788563242 -0.10494557
## Colt McCoy 0.271000648 0.1373006288 -0.40830128
## Pat Devlin 0.442475567 -0.0001497264 -0.44232584
## Bryn Renner 0.513356280 -0.1934798894 -0.31987639
## Aaron Murray 0.138738533 -0.3140777026 0.17533917
## Tarvaris Jackson 0.174244731 -0.7659678247 0.59172309
## Charlie Whitehurst -0.106927857 0.4731643112 -0.36623645
## Andrew Luck -0.350312676 0.0584613259 0.29185135
## Blake Bortles 0.019068331 -0.2960517782 0.27698345
## Johnny Manziel 0.408904583 -1.3577250737 0.94882049
## Jameis Winston -0.324974459 0.0186619711 0.30631249
## Matt Simms 0.688790098 -0.6055925232 -0.08319757
## Mike Kafka -0.264532671 0.4601268578 -0.19559419
## Matt Flynn 0.204327265 0.3612234842 -0.56555075
## Matt Barkley -0.241854722 0.0751503779 0.16670434
## Teddy Bridgewater 0.172014494 0.1740538172 -0.34606831
## Matt Blanchard 0.888735532 -0.6460729698 -0.24266256
## Chad Henne -0.437935041 0.2779623684 0.15997267
## Matt Ryan -0.864170473 1.3029648947 -0.43879442
## Sean Renfree -0.181542103 0.3185385254 -0.13699642
## Scott Tolzien -0.141599951 0.3349057833 -0.19330583
## Matthew Stafford -0.520546391 0.1953664872 0.32517990
## Nick Foles -0.807670240 0.5636583443 0.24401190
## Joe Flacco -0.784656293 0.7075447748 0.07711152
## Case Keenum 0.404412773 0.0783644921 -0.48277727
## Josh Johnson 0.952663578 -0.7478713871 -0.20479219
## David Fales -0.161491110 -0.0996904720 0.26118158
## Kellen Moore -0.065384439 0.8809454770 -0.81556104
## Josh McCown 0.239925941 0.2514340205 -0.49135996
## Matt Moore -0.149617878 0.5736867717 -0.42406889
## Joe Webb 1.407098999 -1.3339281484 -0.07317085
## Tajh Boyd 0.649175854 -1.0663918145 0.41721596
## Thad Lewis 0.163954787 -0.2302584556 0.06630367
## Peyton Manning -1.692561776 2.1263996861 -0.43383791
## Cam Newton -0.403235926 -0.7216878400 1.12492377
## Ryan Griffin -0.655344344 0.1862896227 0.46905472
## Robert Griffin III 0.948980314 -0.7650810671 -0.18389925
## Brandon Weeden -0.074545291 -0.0200572789 0.09460257
## Jeff Tuel 0.931310627 -0.3274511156 -0.60385951
## Blaine Gabbert 0.526837691 -0.3086749252 -0.21816277
## Drew Stanton 0.074296669 -0.1220907430 0.04779407
## Zac Dysert -0.003021016 -0.4626590095 0.46568003
## Derek Carr 0.197352112 -0.4223424019 0.22499029
## Mike Glennon -0.915974328 0.3318008709 0.58417346
## Brett Hundley 1.107929389 -0.6157727455 -0.49215664
## Chandler Harnish 0.926020159 -0.6149818502 -0.31103831
## Tim Tebow 0.845650221 -0.4732938864 -0.37235633
## Colin Kaepernick 0.412906135 -0.7909736252 0.37806749
## Connor Shaw 1.091510315 -0.7351505931 -0.35635972
## Logan Thomas 0.870933875 -1.2650117974 0.39407792
## Jameill Showers 1.202540078 -1.7205633525 0.51802327
## Stephen Morris 1.110684782 -1.1415983415 0.03091356
## Bryce Petty 0.407654582 -0.3295032811 -0.07815130
## Shane Carden 0.099549377 0.0557053435 -0.15525472
## Josh Freeman 0.245901057 -0.4500720154 0.20417096
## Jay Cutler -0.512102199 -0.0081895620 0.52029176
## Christian Ponder 0.644356325 -0.3982823811 -0.24607394
## B.J. Daniels 1.078681752 -1.2338885382 0.15520679
## Russell Wilson 0.093465641 -0.4297963859 0.33633075
## Andy Dalton -0.132490717 0.5812891699 -0.44879845
## Brad Sorensen 0.073456838 -0.5873426361 0.51388580
## Ryan Fitzpatrick -0.231142979 0.9124543688 -0.68131139
## Matt Hasselbeck -0.897477056 1.1978676612 -0.30039060
## Kirk Cousins 0.020072450 0.3341773459 -0.35424980
## Austin Davis 0.671880436 -0.1427798736 -0.52910056
## Aaron Rodgers -1.154192896 0.7146995927 0.43949330
## Tom Savage -0.323644888 -0.2389603506 0.56260524
## Brian Hoyer -0.320700563 0.5463270983 -0.22562654
## Eli Manning -1.253062763 1.3906004479 -0.13753769
## Mark Sanchez -0.239796372 0.5101524797 -0.27035611
## Tyrod Taylor 0.879178974 -1.0627551232 0.18357615
## Tom Brady -2.668093937 2.2914892606 0.37660468
## Landry Jones -0.725004955 0.0362728697 0.68873208
## Carson Palmer -1.190223077 1.2611287401 -0.07090566
## Trevor Siemian 0.535173889 -0.0633032275 -0.47187066
## Matt McGloin 0.207579887 0.4301511675 -0.63773105
## McLeod Bethel-Thompson -0.326771340 -0.3644236682 0.69119501
## Seth Lobato 0.457012265 -0.9088550164 0.45184275
## Dylan Thompson 0.562783256 -0.8781377266 0.31535447
## Alex Tanney 0.219981254 -0.2686937237 0.04871247
## Bryan Bennett 0.913374017 -0.8810521154 -0.03232190
## R.J. Archer 0.552811079 -0.2202928787 -0.33251820
## Garrett Gilbert 0.438870567 -0.4088347973 -0.03003577
## Geno Smith 0.589857099 -0.6827140891 0.09285699
## Brock Osweiler -0.012798625 -0.3313578737 0.34415650
## Matt Cassel -0.416955894 0.8363535170 -0.41939762
## T.J. Yates -0.445269105 0.3598023926 0.08546671
## Ryan Mallett -1.774647894 0.5990809760 1.17556692
## E.J. Manuel 0.625466172 -0.7394436975 0.11397753
## Ryan Nassib -0.131335482 0.2437554520 -0.11241997
## Dustin Vaughan -0.060118645 -0.1620053241 0.22212397
## Jerry Lovelocke 0.689412066 -1.0435904952 0.35417843
## Matt Schaub -0.875746221 1.2798536349 -0.40410741
## Ricky Stanzi 0.383087330 -0.0726042939 -0.31048304
## Derek Anderson -1.155933576 0.4894215628 0.66651201
## Cody Fajardo 1.166447962 -1.0078557794 -0.15859218
## G.J. Kinne 0.618446178 -0.6290922307 0.01064605
## Chase Daniel 0.029729866 0.0618745517 -0.09160442
## A.J. McCarron -0.266788099 0.2190509746 0.04773712
## Zach Mettenberger -1.185554468 0.4844884651 0.70106600
## Kellen Clemens -0.392233231 0.6118850075 -0.21965178
## Alex Smith -0.276716995 0.7504212952 -0.47370430
## Luke McCown 0.039118485 0.2437032649 -0.28282175
## Bruce Gradkowski 0.409769705 0.3430343665 -0.75280407
## Sam Bradford -0.502545782 0.6277120073 -0.12516623
## Tyler Bray -0.307072673 -0.4732393470 0.78031202
## Philip Rivers -1.826576618 1.9985926283 -0.17201601
## Dan Orlovsky -0.338697097 0.7338738054 -0.39517671
## Sean Mannion -0.389913730 0.5942079316 -0.20429420
## Shaun Hill -0.093119973 1.2289952645 -1.13587529
## Jimmy Garoppolo -0.097758461 -0.1045107672 0.20226923
## Tony Romo -1.462218441 1.3142610630 0.14795738
## Garrett Grayson 0.483487363 -0.3221237281 -0.16136363## Running QB Awareness Throwing
## Ryan Tannehill 0.2175347112 -0.266972487 -0.0115880583
## Taylor Heinicke 0.9252077394 -1.228716506 -0.6200249516
## Ben Roethlisberger -0.4867347647 1.277780313 0.7531325606
## Marcus Mariota 0.8455044037 -1.586022448 -0.2352694121
## Drew Brees -1.3103039210 1.629377793 1.0193723049
## Jimmy Clausen 0.0440284696 0.593849791 -0.0591008666
## Terrelle Pryor 0.6992523167 -1.433980041 -1.4721021450
## Colt McCoy -0.0733013398 0.052965448 -0.6486820769
## Pat Devlin 0.3253915961 -0.545727237 0.0005688149
## Bryn Renner 0.3795509990 -0.466297761 -0.1340172169
## Aaron Murray 0.4440798637 -0.359820475 0.1102287245
## Tarvaris Jackson -0.0700416187 -0.570027932 -0.5638241192
## Charlie Whitehurst -0.0132864581 0.808850368 -0.2362556074
## Andrew Luck 0.0054267827 0.175911136 0.2582229201
## Blake Bortles -0.1823362569 -0.187110494 -0.2622812185
## Johnny Manziel 0.5662853738 -1.655007699 -0.8423572327
## Jameis Winston -0.7993501160 -0.405623690 0.4582035242
## Matt Simms 0.6687708949 -0.766005665 -0.2776819082
## Mike Kafka -0.0623802452 0.866540182 0.0914401591
## Matt Flynn -0.1315911694 0.307800374 -0.8217715527
## Matt Barkley 0.1148164331 -0.132929855 0.2291271695
## Teddy Bridgewater -0.1993826382 -0.278645282 0.0502528025
## Matt Blanchard 0.5790357802 -1.153128714 -0.3596586987
## Chad Henne -0.0752445660 1.033450809 0.1537836148
## Matt Ryan -0.5814499531 1.401648601 1.1998705759
## Sean Renfree 0.1140963504 0.047413315 0.7268913440
## Scott Tolzien -0.0426393897 0.192959999 0.2487356138
## Matthew Stafford -0.4326547212 0.224487231 0.9210284586
## Nick Foles -0.1838247077 0.988624344 0.9747950486
## Joe Flacco -0.6058539306 0.902119720 1.0828569612
## Case Keenum 0.7212324496 0.363506250 -0.0848006366
## Josh Johnson 0.3136717523 -0.908448510 -1.1568016618
## David Fales 0.2362160454 -0.534480163 0.2710371874
## Kellen Moore 0.5740890750 0.865218359 0.2747576120
## Josh McCown -0.0003397755 0.334796002 -0.4314869433
## Matt Moore -0.5279539898 0.556645195 -0.2080226636
## Joe Webb 0.6986320749 -1.180056079 -1.7156579302
## Tajh Boyd 0.3430846042 -1.537204547 -0.6389013427
## Thad Lewis -0.0751546262 -0.129582193 -0.3794759448
## Peyton Manning -1.2884290712 2.077968032 1.4678856691
## Cam Newton 0.2169672167 -0.297896634 -0.4362468017
## Ryan Griffin -0.2758229567 -0.102108583 0.4386290668
## Robert Griffin III 0.6828854676 -0.702151951 -0.7870386097
## Brandon Weeden 0.0181763997 0.526719662 -0.0133576929
## Jeff Tuel 0.9444450070 -0.242017009 -0.6181224135
## Blaine Gabbert 0.6071763769 -0.257812605 -0.3169640579
## Drew Stanton -0.0420978287 0.002200913 -0.2581828411
## Zac Dysert 0.4477598760 -0.496405524 0.0400426413
## Derek Carr 0.3296658473 -0.077287118 -0.0602732318
## Mike Glennon 0.0413000993 0.899142609 1.0677462849
## Brett Hundley 0.2843797668 -1.162148411 -0.3428263713
## Chandler Harnish 0.1202287175 -1.050961314 -1.0001288173
## Tim Tebow 0.0478589839 -0.310686140 -1.5000192790
## Colin Kaepernick 0.1403202891 -0.542501015 -0.8199167340
## Connor Shaw 0.6469235549 -1.064891668 -1.2019057786
## Logan Thomas 0.6653942863 -1.472832724 -0.5367489793
## Jameill Showers 1.0471213058 -1.875960807 -0.9280776052
## Stephen Morris 0.6706658711 -1.449465431 -0.7083979341
## Bryce Petty 0.1694995724 -0.625638391 0.4209761070
## Shane Carden 0.4254848487 -0.230405584 0.2128323112
## Josh Freeman -0.4848039951 -0.356797715 -0.7250297770
## Jay Cutler -0.2841064606 0.218739320 0.5711812544
## Christian Ponder 0.3942344708 -0.355984411 -1.0647321392
## B.J. Daniels 0.6939244296 -1.593425597 -1.2443399897
## Russell Wilson 0.2436256751 -0.292630647 -0.4873324860
## Andy Dalton -0.0933582778 0.600923675 0.3351171286
## Brad Sorensen 0.3639235166 -0.757508854 0.6104185501
## Ryan Fitzpatrick -0.4719854249 1.258909543 -0.1017085554
## Matt Hasselbeck -1.2410387354 1.786023708 -0.4277635445
## Kirk Cousins 0.2454938026 0.576117071 -0.0161408425
## Austin Davis 0.2609670047 -0.422929106 -0.3150995509
## Aaron Rodgers -0.5820630869 1.037749081 1.0721336361
## Tom Savage 0.1191330521 -0.242375232 0.7114136779
## Brian Hoyer -0.5345927361 0.837705129 -0.3732441513
## Eli Manning -0.9619256809 1.715847261 0.9343251666
## Mark Sanchez -0.4442645554 0.589287051 0.0047838375
## Tyrod Taylor 0.7584865544 -1.080053185 -1.0274300563
## Tom Brady -2.5535717157 2.337028463 2.1366559147
## Landry Jones -0.0472551266 -0.153991311 1.1729616506
## Carson Palmer -0.5050789182 1.510757961 1.0199721544
## Trevor Siemian -0.0731093544 -0.604491070 -0.5296654330
## Matt McGloin 0.0972806428 0.495528040 -0.4138216611
## McLeod Bethel-Thompson -0.3699712663 -0.404277498 0.3789356657
## Seth Lobato 0.0368974369 -1.184963394 -0.2422205999
## Dylan Thompson 0.7381142171 -1.033938837 -0.5557390967
## Alex Tanney 0.0338570008 -0.710704438 0.3406080943
## Bryan Bennett 0.3029332233 -1.269888105 -0.5266107620
## R.J. Archer 0.2123478429 -0.336777219 -0.5794732351
## Garrett Gilbert 0.2941779190 -0.782947556 -0.0039350872
## Geno Smith 0.4258951657 -0.831414534 -0.5449832122
## Brock Osweiler -0.0749394845 -0.247552132 0.5941986368
## Matt Cassel -0.5862793392 1.168217333 0.0061092642
## T.J. Yates -0.3353994596 0.658004115 0.3261131407
## Ryan Mallett -0.8002447555 1.115358388 1.8058824091
## E.J. Manuel 0.2637196782 -0.628062063 -0.6227578542
## Ryan Nassib -0.6730010981 -0.510152840 0.6958532685
## Dustin Vaughan 0.4780675010 -0.123759792 0.7231149162
## Jerry Lovelocke 0.5210716339 -1.071325845 -0.4545587267
## Matt Schaub -0.7608787731 1.527371725 0.4154899085
## Ricky Stanzi 0.4503234895 -0.111667232 0.1095977820
## Derek Anderson -0.3989893469 1.344319421 0.9786182214
## Cody Fajardo 1.0337463411 -1.109657383 -0.8502848594
## G.J. Kinne 0.0848679030 -1.167481959 -0.5077302705
## Chase Daniel 0.1090371661 0.152633429 -0.5004203747
## A.J. McCarron 0.1918850698 0.387948260 0.0653582220
## Zach Mettenberger -0.5987996001 0.894974586 1.2432196004
## Kellen Clemens -0.5268068386 0.567640260 0.2450752425
## Alex Smith -0.4908532336 0.819927272 -0.1270929411
## Luke McCown 0.0266151442 0.573290580 -0.5114549624
## Bruce Gradkowski 0.4037329362 0.390569139 -0.6235576018
## Sam Bradford -0.1324264957 0.917267721 0.3378617914
## Tyler Bray 0.1517459296 -0.267119279 0.5349256688
## Philip Rivers -1.6666823560 2.037816704 1.5061219465
## Dan Orlovsky -0.1112130082 1.163162824 0.3067148792
## Sean Mannion -0.3425000541 0.602406858 0.9681450716
## Shaun Hill -0.2517108739 1.618059069 -0.0956991071
## Jimmy Garoppolo -0.2710899519 -0.500741876 0.4624780010
## Tony Romo -1.6823817232 0.971791180 0.9022437195
## Garrett Grayson 0.5532298206 -0.565773814 0.1727503157
## Fast Run Power Run
## Ryan Tannehill 0.104384025 -0.04335819
## Taylor Heinicke 0.375242605 0.54829111
## Ben Roethlisberger -0.498795917 -1.04538219
## Marcus Mariota 0.324974288 0.65081317
## Drew Brees -0.041008073 -1.29743810
## Jimmy Clausen -0.122812862 -0.45596453
## Terrelle Pryor 1.124184847 1.08264502
## Colt McCoy 0.449128283 0.21988969
## Pat Devlin 0.247358193 -0.02759137
## Bryn Renner -0.081516583 0.30228056
## Aaron Murray -0.485146953 0.29065884
## Tarvaris Jackson 0.374433017 0.82946065
## Charlie Whitehurst 0.037269119 -0.59657742
## Andrew Luck -0.365799113 -0.07376173
## Blake Bortles 0.243232442 0.38849553
## Johnny Manziel 1.089206874 0.84187268
## Jameis Winston 0.417019959 0.32975032
## Matt Simms 0.182664019 0.19225266
## Mike Kafka -0.862389563 -0.03321053
## Matt Flynn 0.630011192 0.01555116
## Matt Barkley 0.281054242 -0.49206799
## Teddy Bridgewater 0.132524860 0.29525026
## Matt Blanchard 0.473317596 0.46043404
## Chad Henne -0.817123788 -0.29486607
## Matt Ryan -1.181901116 -0.83816811
## Sean Renfree -0.540651738 -0.34774927
## Scott Tolzien -0.090663967 -0.30839226
## Matthew Stafford -0.270192494 -0.44266847
## Nick Foles -1.339595573 -0.43999911
## Joe Flacco -0.752894712 -0.62622804
## Case Keenum -0.981324209 -0.01861385
## Josh Johnson 1.120106974 0.63147144
## David Fales 0.412564818 -0.38533789
## Kellen Moore -0.586552064 -1.12751298
## Josh McCown 0.159431032 -0.06240031
## Matt Moore 0.250806245 -0.07147479
## Joe Webb 0.847696956 1.34938498
## Tajh Boyd 0.925806504 0.90721478
## Thad Lewis 0.328804383 0.25540838
## Peyton Manning -0.360119437 -1.89730519
## Cam Newton 0.257976176 0.25920004
## Ryan Griffin 0.125017414 -0.18571494
## Robert Griffin III 0.232795082 0.57351001
## Brandon Weeden -0.542622326 0.01108396
## Jeff Tuel -0.375475320 0.29116974
## Blaine Gabbert 0.220223165 -0.25262288
## Drew Stanton 0.336273414 -0.03819366
## Zac Dysert -0.292593414 0.30119642
## Derek Carr -0.230727015 0.03862152
## Mike Glennon -1.028782228 -0.97940677
## Brett Hundley 0.563076243 0.65751877
## Chandler Harnish 1.089415189 0.84144622
## Tim Tebow 0.853638363 0.90920807
## Colin Kaepernick 0.533544747 0.68855271
## Connor Shaw 0.805539731 0.81433416
## Logan Thomas 0.571076686 0.77311073
## Jameill Showers 0.944383008 0.81253410
## Stephen Morris 0.687100465 0.80009703
## Bryce Petty -0.513772587 0.54893530
## Shane Carden 0.013620999 -0.42153258
## Josh Freeman 0.834847363 0.73178412
## Jay Cutler 0.052032560 -0.55784667
## Christian Ponder 0.517650529 0.50883155
## B.J. Daniels 1.078032177 1.06580898
## Russell Wilson 0.258775787 0.27756167
## Andy Dalton -0.509234142 -0.33344838
## Brad Sorensen -0.415771514 0.19893830
## Ryan Fitzpatrick -0.902474433 0.21725887
## Matt Hasselbeck 0.211641609 -0.32886304
## Kirk Cousins -0.324248267 -0.48122176
## Austin Davis -0.002912935 0.47997459
## Aaron Rodgers -1.470019922 -0.05779971
## Tom Savage -0.120740007 -0.46743149
## Brian Hoyer 0.459969145 -0.38983739
## Eli Manning -0.454207999 -1.23403875
## Mark Sanchez 0.070899328 -0.22070566
## Tyrod Taylor 0.823488632 0.52550806
## Tom Brady -0.456175504 -1.46393716
## Landry Jones -0.072306417 -0.89940880
## Carson Palmer -0.259774494 -1.76587670
## Trevor Siemian 0.773231759 0.43403410
## Matt McGloin -0.012393544 -0.16659348
## McLeod Bethel-Thompson 0.188191201 0.20712190
## Seth Lobato 0.529499045 0.86078751
## Dylan Thompson 0.622136237 0.22942748
## Alex Tanney -0.106992124 0.44323147
## Bryan Bennett 0.899180309 0.59438533
## R.J. Archer 0.311815504 0.39208711
## Garrett Gilbert 0.232092926 0.26061180
## Geno Smith 0.642856146 0.30764643
## Brock Osweiler -0.890171076 0.61846406
## Matt Cassel -0.520561756 -0.06748550
## T.J. Yates -0.532015898 -0.11670190
## Ryan Mallett -1.140261045 -0.98073500
## E.J. Manuel 0.284213390 0.70288685
## Ryan Nassib 0.300964579 0.18633609
## Dustin Vaughan -0.996585767 -0.08083686
## Jerry Lovelocke 0.678111649 0.32670129
## Matt Schaub -0.133735924 -1.04824694
## Ricky Stanzi -0.747782714 0.29952867
## Derek Anderson -1.376381154 -0.54756714
## Cody Fajardo 0.213429266 0.71276664
## G.J. Kinne 0.714804393 0.87553993
## Chase Daniel 0.330278278 -0.09152850
## A.J. McCarron -0.117577112 -0.52761444
## Zach Mettenberger -0.896428439 -0.64296615
## Kellen Clemens -0.106239259 -0.17966940
## Alex Smith 0.034535884 -0.23651698
## Luke McCown 0.122567108 -0.21101787
## Bruce Gradkowski 0.034020935 -0.20476541
## Sam Bradford -0.348190781 -0.77451224
## Tyler Bray -0.276992544 -0.14255978
## Philip Rivers -0.559264018 -1.31799228
## Dan Orlovsky -1.483059357 0.12439466
## Sean Mannion -0.873948803 -0.35410307
## Shaun Hill -0.800835036 -0.46981405
## Jimmy Garoppolo 0.047229590 0.26212424
## Tony Romo 0.324762609 -0.51641579
## Garrett Grayson -0.086418057 -0.07378827## K-means clustering with 5 clusters of sizes 29, 29, 27, 13, 21
##
## Cluster means:
## Scrambling Accuracy DeepBall
## 1 0.8779739 -0.90358389 0.025610008
## 2 0.2512380 -0.24935754 -0.001880431
## 3 -0.1094357 0.50751420 -0.398078534
## 4 -1.4413082 1.37521726 0.066090981
## 5 -0.5264463 0.08831397 0.438132378
##
## Clustering vector:
## Ryan Tannehill Taylor Heinicke Ben Roethlisberger
## 5 1 4
## Marcus Mariota Drew Brees Jimmy Clausen
## 1 4 3
## Terrelle Pryor Colt McCoy Pat Devlin
## 1 3 2
## Bryn Renner Aaron Murray Tarvaris Jackson
## 2 2 2
## Charlie Whitehurst Andrew Luck Blake Bortles
## 3 5 2
## Johnny Manziel Jameis Winston Matt Simms
## 1 5 1
## Mike Kafka Matt Flynn Matt Barkley
## 3 3 5
## Teddy Bridgewater Matt Blanchard Chad Henne
## 3 1 5
## Matt Ryan Sean Renfree Scott Tolzien
## 4 3 3
## Matthew Stafford Nick Foles Joe Flacco
## 5 5 5
## Case Keenum Josh Johnson David Fales
## 2 1 5
## Kellen Moore Josh McCown Matt Moore
## 3 3 3
## Joe Webb Tajh Boyd Thad Lewis
## 1 1 2
## Peyton Manning Cam Newton Ryan Griffin
## 4 5 5
## Robert Griffin III Brandon Weeden Jeff Tuel
## 1 2 1
## Blaine Gabbert Drew Stanton Zac Dysert
## 2 2 2
## Derek Carr Mike Glennon Brett Hundley
## 2 5 1
## Chandler Harnish Tim Tebow Colin Kaepernick
## 1 1 1
## Connor Shaw Logan Thomas Jameill Showers
## 1 1 1
## Stephen Morris Bryce Petty Shane Carden
## 1 2 2
## Josh Freeman Jay Cutler Christian Ponder
## 2 5 2
## B.J. Daniels Russell Wilson Andy Dalton
## 1 2 3
## Brad Sorensen Ryan Fitzpatrick Matt Hasselbeck
## 2 3 4
## Kirk Cousins Austin Davis Aaron Rodgers
## 3 2 4
## Tom Savage Brian Hoyer Eli Manning
## 5 3 4
## Mark Sanchez Tyrod Taylor Tom Brady
## 3 1 4
## Landry Jones Carson Palmer Trevor Siemian
## 5 4 2
## Matt McGloin McLeod Bethel-Thompson Seth Lobato
## 3 5 1
## Dylan Thompson Alex Tanney Bryan Bennett
## 1 2 1
## R.J. Archer Garrett Gilbert Geno Smith
## 2 2 1
## Brock Osweiler Matt Cassel T.J. Yates
## 2 3 5
## Ryan Mallett E.J. Manuel Ryan Nassib
## 4 1 3
## Dustin Vaughan Jerry Lovelocke Matt Schaub
## 2 1 4
## Ricky Stanzi Derek Anderson Cody Fajardo
## 2 5 1
## G.J. Kinne Chase Daniel A.J. McCarron
## 1 2 5
## Zach Mettenberger Kellen Clemens Alex Smith
## 5 3 3
## Luke McCown Bruce Gradkowski Sam Bradford
## 3 3 3
## Tyler Bray Philip Rivers Dan Orlovsky
## 5 4 3
## Sean Mannion Shaun Hill Jimmy Garoppolo
## 3 3 2
## Tony Romo Garrett Grayson
## 4 2
##
## Within cluster sum of squares by cluster:
## [1] 9.480708 5.470819 4.816841 11.667248 5.942077
## (between_SS / total_SS = 76.7 %)
##
## Available components:
##
## [1] "cluster" "centers" "totss" "withinss"
## [5] "tot.withinss" "betweenss" "size" "iter"
## [9] "ifault"## K-means clustering with 5 clusters of sizes 31, 38, 20, 9, 21
##
## Cluster means:
## Running QB Awareness Throwing Fast Run Power Run
## 1 0.4484641 -1.0700541 -0.7847013 0.69506516 0.71122606
## 2 0.1726634 -0.3222854 0.1514994 -0.08626752 0.08439009
## 3 -0.2858739 0.9861503 0.5948018 -0.85256886 -0.44250934
## 4 -1.2810552 1.6581464 1.2453277 -0.34219821 -1.28022066
## 5 -0.1531725 0.5129618 -0.2159630 0.08868128 -0.23250756
##
## Clustering vector:
## Ryan Tannehill Taylor Heinicke Ben Roethlisberger
## 2 1 3
## Marcus Mariota Drew Brees Jimmy Clausen
## 1 4 5
## Terrelle Pryor Colt McCoy Pat Devlin
## 1 5 2
## Bryn Renner Aaron Murray Tarvaris Jackson
## 2 2 1
## Charlie Whitehurst Andrew Luck Blake Bortles
## 5 2 2
## Johnny Manziel Jameis Winston Matt Simms
## 1 2 2
## Mike Kafka Matt Flynn Matt Barkley
## 3 5 2
## Teddy Bridgewater Matt Blanchard Chad Henne
## 2 1 3
## Matt Ryan Sean Renfree Scott Tolzien
## 3 2 5
## Matthew Stafford Nick Foles Joe Flacco
## 3 3 3
## Case Keenum Josh Johnson David Fales
## 2 1 2
## Kellen Moore Josh McCown Matt Moore
## 3 5 5
## Joe Webb Tajh Boyd Thad Lewis
## 1 1 2
## Peyton Manning Cam Newton Ryan Griffin
## 4 2 2
## Robert Griffin III Brandon Weeden Jeff Tuel
## 1 5 2
## Blaine Gabbert Drew Stanton Zac Dysert
## 2 5 2
## Derek Carr Mike Glennon Brett Hundley
## 2 3 1
## Chandler Harnish Tim Tebow Colin Kaepernick
## 1 1 1
## Connor Shaw Logan Thomas Jameill Showers
## 1 1 1
## Stephen Morris Bryce Petty Shane Carden
## 1 2 2
## Josh Freeman Jay Cutler Christian Ponder
## 1 5 1
## B.J. Daniels Russell Wilson Andy Dalton
## 1 2 3
## Brad Sorensen Ryan Fitzpatrick Matt Hasselbeck
## 2 3 5
## Kirk Cousins Austin Davis Aaron Rodgers
## 5 2 3
## Tom Savage Brian Hoyer Eli Manning
## 2 5 4
## Mark Sanchez Tyrod Taylor Tom Brady
## 5 1 4
## Landry Jones Carson Palmer Trevor Siemian
## 2 4 1
## Matt McGloin McLeod Bethel-Thompson Seth Lobato
## 5 2 1
## Dylan Thompson Alex Tanney Bryan Bennett
## 1 2 1
## R.J. Archer Garrett Gilbert Geno Smith
## 2 2 1
## Brock Osweiler Matt Cassel T.J. Yates
## 2 3 3
## Ryan Mallett E.J. Manuel Ryan Nassib
## 4 1 2
## Dustin Vaughan Jerry Lovelocke Matt Schaub
## 2 1 4
## Ricky Stanzi Derek Anderson Cody Fajardo
## 2 3 1
## G.J. Kinne Chase Daniel A.J. McCarron
## 1 5 5
## Zach Mettenberger Kellen Clemens Alex Smith
## 3 5 5
## Luke McCown Bruce Gradkowski Sam Bradford
## 5 5 3
## Tyler Bray Philip Rivers Dan Orlovsky
## 2 4 3
## Sean Mannion Shaun Hill Jimmy Garoppolo
## 3 3 2
## Tony Romo Garrett Grayson
## 4 2
##
## Within cluster sum of squares by cluster:
## [1] 17.037121 23.641956 13.182622 9.633671 10.282568
## (between_SS / total_SS = 75.1 %)
##
## Available components:
##
## [1] "cluster" "centers" "totss" "withinss"
## [5] "tot.withinss" "betweenss" "size" "iter"
## [9] "ifault"##
## Call:
## lm(formula = QBClusterReducedReg[, 1] ~ QBClusterReducedReg[,
## 2] + QBClusterReducedReg[, 3] + QBClusterReducedReg[, 4],
## data = QBClusterReducedReg)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.273271 -0.074761 0.007542 0.072436 0.297956
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 5.606e-16 1.022e-02 0.000 1
## QBClusterReducedReg[, 2] 6.804e-02 1.373e-02 4.956 2.5e-06 ***
## QBClusterReducedReg[, 3] 1.116e+00 1.457e-02 76.612 < 2e-16 ***
## QBClusterReducedReg[, 4] 2.526e-01 1.554e-02 16.254 < 2e-16 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.1115 on 115 degrees of freedom
## Multiple R-squared: 0.988, Adjusted R-squared: 0.9877
## F-statistic: 3150 on 3 and 115 DF, p-value: < 2.2e-16##
## Call:
## lm(formula = QBClusterFullReg[, 1] ~ QBClusterFullReg[, 2] +
## QBClusterFullReg[, 3] + QBClusterFullReg[, 4] + QBClusterFullReg[,
## 5] + QBClusterFullReg[, 6], data = QBClusterFullReg)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.070632 -0.019957 0.001901 0.022783 0.061513
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 7.178e-16 2.738e-03 0.000 1.000
## QBClusterFullReg[, 2] 1.043e-01 6.126e-03 17.020 < 2e-16 ***
## QBClusterFullReg[, 3] 6.867e-01 4.053e-03 169.423 < 2e-16 ***
## QBClusterFullReg[, 4] 6.772e-01 5.115e-03 132.379 < 2e-16 ***
## QBClusterFullReg[, 5] 4.261e-03 5.165e-03 0.825 0.411
## QBClusterFullReg[, 6] 4.257e-02 6.558e-03 6.491 2.36e-09 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.02986 on 113 degrees of freedom
## Multiple R-squared: 0.9992, Adjusted R-squared: 0.9991
## F-statistic: 2.666e+04 on 5 and 113 DF, p-value: < 2.2e-16## Running QB Awareness Throwing Fast Run Power Run
## 1 0.4484641 -1.0700541 -0.7847013 0.69506516 0.71122606
## 2 0.1726634 -0.3222854 0.1514994 -0.08626752 0.08439009
## 3 -0.2858739 0.9861503 0.5948018 -0.85256886 -0.44250934
## 4 -1.2810552 1.6581464 1.2453277 -0.34219821 -1.28022066
## 5 -0.1531725 0.5129618 -0.2159630 0.08868128 -0.23250756## Scrambling Accuracy DeepBall
## 1 0.8779739 -0.90358389 0.025610008
## 2 0.2512380 -0.24935754 -0.001880431
## 3 -0.1094357 0.50751420 -0.398078534
## 4 -1.4413082 1.37521726 0.066090981
## 5 -0.5264463 0.08831397 0.438132378## Scrambler Mobile Deep Thrower West Coast
## Ryan Tannehill 86.01587 85.90350 85.05847
## Taylor Heinicke 36.09599 31.29162 28.70137
## Ben Roethlisberger 91.26689 93.66371 94.56036
## Marcus Mariota 84.73966 81.83770 77.63666
## Drew Brees 75.53902 81.83701 88.07983
## Jimmy Clausen 42.41852 43.41768 44.62573
## Terrelle Pryor 53.25885 45.15096 37.37899
## Colt McCoy 52.79495 52.49524 53.35148
## Pat Devlin 31.86606 30.82420 30.88321
## Bryn Renner 32.76974 31.02594 30.08333
## Aaron Murray 45.05155 43.74209 41.92436
## Tarvaris Jackson 63.10604 60.43829 56.00595
## Charlie Whitehurst 45.54239 47.25733 50.05455
## Andrew Luck 93.77837 94.11087 94.19696
## Blake Bortles 58.06808 57.13465 55.39768
## Johnny Manziel 74.81659 70.47416 63.19902
## Jameis Winston 68.10712 68.92400 68.97824
## Matt Simms 34.77470 31.44390 28.40008
## Mike Kafka 28.63950 30.45671 32.86336
## Matt Flynn 49.78782 50.34499 52.52421
## Matt Barkley 39.67553 40.51779 40.91681
## Teddy Bridgewater 74.98338 75.04200 75.87962
## Matt Blanchard 33.91534 30.04756 26.89492
## Chad Henne 40.82945 42.79216 44.35849
## Matt Ryan 70.82236 75.95639 81.48583
## Sean Renfree 35.43889 36.79968 38.57762
## Scott Tolzien 38.68053 40.02403 41.94457
## Matthew Stafford 68.96680 70.69050 71.61729
## Nick Foles 51.94919 55.78310 58.95747
## Joe Flacco 74.20339 77.50740 80.46068
## Case Keenum 48.88349 48.05113 48.57893
## Josh Johnson 56.02229 51.24735 46.94593
## David Fales 35.87064 35.98745 35.40962
## Kellen Moore 34.35722 37.02304 42.07067
## Josh McCown 45.69476 45.82305 47.35034
## Matt Moore 41.35025 43.45187 46.81662
## Joe Webb 58.78092 51.06920 43.37745
## Tajh Boyd 38.77447 34.10527 28.56390
## Thad Lewis 42.49063 41.37943 40.07088
## Peyton Manning 62.07232 71.96660 81.39485
## Cam Newton 95.18011 94.89062 93.63878
## Ryan Griffin 27.47218 29.42954 30.30646
## Robert Griffin III 79.23895 75.59740 72.00292
## Brandon Weeden 48.85764 48.99407 48.86335
## Jeff Tuel 39.58005 36.27825 34.59415
## Blaine Gabbert 53.70289 51.37372 49.61778
## Drew Stanton 52.14721 51.57976 50.86494
## Zac Dysert 46.01598 44.62679 41.91294
## Derek Carr 71.80613 70.25660 68.06628
## Mike Glennon 38.26804 41.59223 43.39372
## Brett Hundley 50.86302 46.06211 42.60385
## Chandler Harnish 37.67085 33.63295 30.47870
## Tim Tebow 49.14764 45.47795 42.82040
## Colin Kaepernick 83.30471 81.01824 77.70197
## Connor Shaw 46.21639 41.15746 37.10905
## Logan Thomas 58.09250 51.99413 44.61681
## Jameill Showers 30.83213 23.83528 16.76117
## Stephen Morris 45.50477 39.21634 33.00735
## Bryce Petty 44.81970 42.76335 40.90504
## Shane Carden 29.01878 28.93788 29.23581
## Josh Freeman 38.19540 36.27991 33.82738
## Jay Cutler 61.25818 62.53013 62.40923
## Christian Ponder 63.63836 60.85972 58.65689
## B.J. Daniels 50.39472 43.81024 36.85498
## Russell Wilson 92.84107 92.29343 91.32963
## Andy Dalton 61.35704 63.37276 66.56537
## Brad Sorensen 29.06732 27.38980 24.56017
## Ryan Fitzpatrick 51.38184 54.75774 60.05472
## Matt Hasselbeck 30.07147 35.51522 42.22229
## Kirk Cousins 44.19237 45.14676 47.12894
## Austin Davis 56.65481 54.46264 53.71981
## Aaron Rodgers 94.54365 95.84740 96.67786
## Tom Savage 39.19662 39.32254 37.91136
## Brian Hoyer 40.27876 42.73203 45.90062
## Eli Manning 59.86861 66.97229 73.94887
## Mark Sanchez 49.07016 51.25640 54.24769
## Tyrod Taylor 71.01225 66.06939 60.22612
## Tom Brady 66.63181 78.27744 86.71822
## Landry Jones 29.32324 31.09849 31.19138
## Carson Palmer 52.77615 59.66956 66.58029
## Trevor Siemian 29.39775 28.02284 27.77457
## Matt McGloin 38.47727 39.20557 41.72226
## McLeod Bethel-Thompson 27.12247 26.92136 25.11716
## Seth Lobato 26.48438 23.32747 19.43653
## Dylan Thompson 44.02571 39.95078 35.06930
## Alex Tanney 31.72616 30.48654 29.12648
## Bryan Bennett 28.70376 24.51395 20.67406
## R.J. Archer 33.09183 31.17566 30.09690
## Garrett Gilbert 33.88072 31.70283 29.62126
## Geno Smith 71.43069 68.25372 64.62558
## Brock Osweiler 51.14275 50.16919 48.19597
## Matt Cassel 42.76550 46.37814 51.28613
## T.J. Yates 37.29072 39.46685 41.48017
## Ryan Mallett 30.68694 36.64607 39.79367
## E.J. Manuel 64.40334 60.69455 56.49246
## Ryan Nassib 39.03436 40.08595 41.47796
## Dustin Vaughan 32.41575 32.11588 31.24713
## Jerry Lovelocke 21.02652 17.59720 13.92161
## Matt Schaub 28.49633 34.00032 41.10269
## Ricky Stanzi 29.00686 27.95578 27.64182
## Derek Anderson 32.62951 36.83952 39.45273
## Cody Fajardo 40.70488 34.84834 29.62283
## G.J. Kinne 33.82228 30.63108 27.49864
## Chase Daniel 52.13741 52.24664 52.61871
## A.J. McCarron 45.37921 46.74527 48.00518
## Zach Mettenberger 41.54792 46.10370 48.79924
## Kellen Clemens 36.95048 39.72465 43.22246
## Alex Smith 69.38757 71.98649 75.59444
## Luke McCown 46.28920 46.92433 48.37797
## Bruce Gradkowski 52.77744 52.73519 54.82960
## Sam Bradford 56.66755 59.83708 63.33869
## Tyler Bray 26.52282 26.01147 23.73780
## Philip Rivers 57.86600 68.15695 77.73293
## Dan Orlovsky 30.97067 33.78808 37.82485
## Sean Mannion 23.92106 26.18472 29.09809
## Shaun Hill 33.91364 37.63962 44.74956
## Jimmy Garoppolo 49.51014 49.45130 48.81455
## Tony Romo 80.80904 85.72737 89.59093
## Garrett Grayson 50.28154 48.02206 46.18420
## Pocket Passer Big Arm
## Ryan Tannehill 85.85688 86.66508
## Taylor Heinicke 20.52061 24.34368
## Ben Roethlisberger 97.53410 96.55630
## Marcus Mariota 73.87726 79.67871
## Drew Brees 92.18328 85.75606
## Jimmy Clausen 45.77848 44.20166
## Terrelle Pryor 26.96073 36.79660
## Colt McCoy 51.40785 50.74049
## Pat Devlin 28.04574 28.43320
## Bryn Renner 26.77038 28.33051
## Aaron Murray 40.77595 43.03739
## Tarvaris Jackson 54.36951 59.74245
## Charlie Whitehurst 51.06875 47.69616
## Andrew Luck 94.92245 94.71921
## Blake Bortles 55.12049 57.15753
## Johnny Manziel 59.68418 68.81098
## Jameis Winston 71.08638 70.68768
## Matt Simms 24.00255 27.97075
## Mike Kafka 34.86027 31.72194
## Matt Flynn 51.17772 48.89713
## Matt Barkley 42.70804 41.95452
## Teddy Bridgewater 74.93574 74.11263
## Matt Blanchard 21.50885 25.64877
## Chad Henne 47.72077 45.36115
## Matt Ryan 85.81283 79.51239
## Sean Renfree 40.01935 37.72871
## Scott Tolzien 43.13050 40.72528
## Matthew Stafford 74.87739 73.34900
## Nick Foles 64.92515 60.44830
## Joe Flacco 84.43367 80.78026
## Case Keenum 45.62249 45.49974
## Josh Johnson 39.64267 45.67294
## David Fales 36.48943 36.98146
## Kellen Moore 42.95103 37.00859
## Josh McCown 45.69337 44.21845
## Matt Moore 48.19191 44.10156
## Joe Webb 32.84684 42.96988
## Tajh Boyd 24.21473 30.91525
## Thad Lewis 38.79341 40.49100
## Peyton Manning 89.10793 79.41447
## Cam Newton 94.42760 95.60029
## Ryan Griffin 34.77108 32.97308
## Robert Griffin III 65.44764 71.02944
## Brandon Weeden 49.40713 49.46860
## Jeff Tuel 28.31901 31.11114
## Blaine Gabbert 45.57277 48.23662
## Drew Stanton 50.25663 51.17521
## Zac Dysert 41.72362 44.86575
## Derek Carr 66.56378 69.35798
## Mike Glennon 50.31629 47.08571
## Brett Hundley 34.46563 39.56264
## Chandler Harnish 24.50502 28.77793
## Tim Tebow 36.54957 40.51198
## Colin Kaepernick 75.05117 79.48973
## Connor Shaw 29.43824 35.00050
## Logan Thomas 37.74563 47.17238
## Jameill Showers 11.36228 18.97229
## Stephen Morris 25.47263 33.22894
## Bryce Petty 37.84017 40.43229
## Shane Carden 28.62486 28.38521
## Josh Freeman 31.98248 35.04834
## Jay Cutler 65.96185 65.52750
## Christian Ponder 53.75228 57.13108
## B.J. Daniels 29.08847 37.84392
## Russell Wilson 90.97021 92.15610
## Andy Dalton 67.70224 63.88773
## Brad Sorensen 23.91840 27.24300
## Ryan Fitzpatrick 62.11242 55.75252
## Matt Hasselbeck 49.39215 40.30172
## Kirk Cousins 47.13584 44.86330
## Austin Davis 48.67222 50.34964
## Aaron Rodgers 98.02292 97.16166
## Tom Savage 40.11417 41.39318
## Brian Hoyer 48.52877 44.44740
## Eli Manning 81.35755 73.18201
## Mark Sanchez 56.24771 52.50568
## Tyrod Taylor 53.31599 61.39732
## Tom Brady 94.91153 87.92358
## Landry Jones 36.12465 35.19207
## Carson Palmer 74.68238 66.11909
## Trevor Siemian 24.51427 25.30006
## Matt McGloin 40.41606 37.76724
## McLeod Bethel-Thompson 26.95164 28.78373
## Seth Lobato 16.91395 21.51675
## Dylan Thompson 30.90947 36.99286
## Alex Tanney 27.63361 29.40409
## Bryan Bennett 15.91375 20.55193
## R.J. Archer 26.53178 28.27610
## Garrett Gilbert 26.70523 29.46945
## Geno Smith 60.16080 65.20269
## Brock Osweiler 48.13645 50.40817
## Matt Cassel 54.75976 48.57256
## T.J. Yates 44.90090 42.00037
## Ryan Mallett 53.12723 47.17059
## E.J. Manuel 51.53392 57.23951
## Ryan Nassib 42.54450 40.76777
## Dustin Vaughan 31.57675 32.52345
## Jerry Lovelocke 11.04179 15.24333
## Matt Schaub 48.12504 38.55497
## Ricky Stanzi 25.28227 26.00542
## Derek Anderson 48.13498 43.59424
## Cody Fajardo 22.24128 28.78548
## G.J. Kinne 23.56972 27.57689
## Chase Daniel 52.42730 52.03179
## A.J. McCarron 50.08661 48.30108
## Zach Mettenberger 57.77428 53.25617
## Kellen Clemens 46.39101 41.81923
## Alex Smith 77.44466 73.12742
## Luke McCown 48.20148 46.56448
## Bruce Gradkowski 51.95941 50.01660
## Sam Bradford 67.06361 62.55726
## Tyler Bray 25.36115 27.78359
## Philip Rivers 86.99997 76.84104
## Dan Orlovsky 40.57497 35.41528
## Sean Mannion 31.88082 27.96605
## Shaun Hill 46.00544 37.63065
## Jimmy Garoppolo 49.49120 50.11126
## Tony Romo 93.89453 89.98945
## Garrett Grayson 42.48471 45.17201## Scrambler Low Awareness Balanced West Coast
## Ryan Tannehill 83.63933 83.11038 82.15728
## Taylor Heinicke 42.30697 36.10072 28.50239
## Ben Roethlisberger 83.58802 87.91876 91.97519
## Marcus Mariota 82.93523 78.80874 71.51038
## Drew Brees 78.91173 84.90020 90.68952
## Jimmy Clausen 40.59972 42.51451 45.56913
## Terrelle Pryor 63.52383 52.19765 39.77778
## Colt McCoy 58.11647 55.14664 53.26650
## Pat Devlin 34.66278 33.05496 30.37759
## Bryn Renner 33.57562 31.89754 29.44294
## Aaron Murray 39.02859 38.91735 37.70393
## Tarvaris Jackson 64.10504 59.50591 54.63849
## Charlie Whitehurst 46.09015 47.88186 51.50554
## Andrew Luck 91.91245 92.62843 93.27272
## Blake Bortles 60.05620 57.97012 56.05322
## Johnny Manziel 75.06017 66.78018 55.43078
## Jameis Winston 73.52586 73.21208 72.21955
## Matt Simms 35.17241 32.04681 27.77737
## Mike Kafka 24.07187 27.19699 31.83625
## Matt Flynn 56.96396 53.96776 52.83139
## Matt Barkley 38.79284 39.29463 39.14167
## Teddy Bridgewater 78.07753 77.30743 76.19229
## Matt Blanchard 38.16345 33.12061 26.69123
## Chad Henne 33.83330 38.25284 44.52066
## Matt Ryan 65.66380 74.66861 83.02141
## Sean Renfree 31.60523 35.07272 37.62992
## Scott Tolzien 38.29766 40.03694 41.80504
## Matthew Stafford 67.08979 71.18248 74.50548
## Nick Foles 40.38207 48.67480 57.50514
## Joe Flacco 70.72441 77.10559 82.93179
## Case Keenum 41.71560 43.79114 46.12583
## Josh Johnson 65.12455 56.79310 47.98176
## David Fales 35.30473 34.68082 32.63315
## Kellen Moore 29.90350 34.54650 40.12626
## Josh McCown 49.15000 48.33276 48.76745
## Matt Moore 46.52442 46.93969 49.07910
## Joe Webb 66.52432 55.37020 43.66397
## Tajh Boyd 44.09217 35.89886 26.55349
## Thad Lewis 45.84371 43.46595 41.49186
## Peyton Manning 61.02184 72.69801 83.92926
## Cam Newton 93.30071 92.29195 91.14960
## Ryan Griffin 25.20614 26.23206 26.75381
## Robert Griffin III 80.81698 76.84372 71.92863
## Brandon Weeden 44.60221 46.69969 49.77512
## Jeff Tuel 38.23563 35.84460 33.29481
## Blaine Gabbert 54.21298 52.35870 50.03417
## Drew Stanton 54.15802 52.80522 51.86801
## Zac Dysert 39.44781 38.47619 36.28215
## Derek Carr 68.75049 68.65300 68.28720
## Mike Glennon 26.80497 34.29260 42.46001
## Brett Hundley 61.07546 55.51472 48.02704
## Chandler Harnish 49.37588 40.79957 32.18628
## Tim Tebow 60.52271 52.43875 45.88467
## Colin Kaepernick 84.71731 81.07131 77.03664
## Connor Shaw 53.34867 44.41226 35.16157
## Logan Thomas 61.26640 54.11260 44.45438
## Jameill Showers 33.91626 25.04267 15.80771
## Stephen Morris 51.22909 43.22327 33.55832
## Bryce Petty 44.25643 44.33068 42.54310
## Shane Carden 27.40738 27.85732 27.41144
## Josh Freeman 47.33126 41.97459 37.52866
## Jay Cutler 59.36474 62.28754 64.91401
## Christian Ponder 67.34741 61.83894 56.71493
## B.J. Daniels 57.00180 45.91905 33.70081
## Russell Wilson 92.16103 90.95161 89.61371
## Andy Dalton 59.72142 63.36941 67.50173
## Brad Sorensen 24.51280 24.98180 23.43786
## Ryan Fitzpatrick 49.80594 53.83294 60.55953
## Matt Hasselbeck 34.60621 37.55942 45.34398
## Kirk Cousins 41.82188 44.16952 47.41661
## Austin Davis 60.18161 57.58312 54.46184
## Aaron Rodgers 89.65962 93.05521 95.69231
## Tom Savage 35.14768 37.49557 38.35027
## Brian Hoyer 45.07837 45.64279 48.68650
## Eli Manning 57.34692 66.49039 76.66958
## Mark Sanchez 52.10874 53.76173 56.79420
## Tyrod Taylor 73.43618 66.35636 57.65293
## Tom Brady 65.66519 78.69343 89.68034
## Landry Jones 24.90209 28.77581 31.11326
## Carson Palmer 48.34120 57.88710 68.42173
## Trevor Siemian 38.28491 33.61309 28.96427
## Matt McGloin 40.98062 40.99633 42.42479
## McLeod Bethel-Thompson 27.05947 26.89406 25.89655
## Seth Lobato 30.21097 25.54947 19.99536
## Dylan Thompson 44.10999 38.47891 31.62405
## Alex Tanney 31.99787 31.17370 28.78115
## Bryan Bennett 36.48528 30.07742 22.87885
## R.J. Archer 37.33312 33.83511 30.55299
## Garrett Gilbert 35.98878 33.54163 29.72116
## Geno Smith 74.22554 69.74348 63.98449
## Brock Osweiler 45.88671 48.03208 48.91605
## Matt Cassel 42.46350 46.31246 52.76326
## T.J. Yates 34.01476 37.52219 42.08404
## Ryan Mallett 19.80257 29.06989 39.91722
## E.J. Manuel 67.39598 62.84058 57.69784
## Ryan Nassib 45.73759 46.22581 45.26879
## Dustin Vaughan 24.54762 27.60813 29.39075
## Jerry Lovelocke 24.06047 19.84760 15.11127
## Matt Schaub 29.39514 35.36652 44.41011
## Ricky Stanzi 25.56305 26.29794 26.46374
## Derek Anderson 21.28402 28.81209 38.63890
## Cody Fajardo 42.20535 35.61098 28.11099
## G.J. Kinne 40.35429 33.99698 26.87349
## Chase Daniel 53.18635 51.43330 50.61619
## A.J. McCarron 41.74380 43.63357 45.99139
## Zach Mettenberger 32.71102 40.84279 49.61880
## Kellen Clemens 38.19206 40.76346 44.43166
## Alex Smith 71.91551 73.46832 76.58534
## Luke McCown 47.31773 47.03850 48.54027
## Bruce Gradkowski 54.35502 53.33633 53.64271
## Sam Bradford 52.73930 57.52880 63.40322
## Tyler Bray 21.35230 22.63460 22.88178
## Philip Rivers 56.73258 68.70114 80.87954
## Dan Orlovsky 23.86214 28.90065 36.02429
## Sean Mannion 21.82672 26.99930 32.64387
## Shaun Hill 34.22409 39.42002 48.07884
## Jimmy Garoppolo 50.99612 50.99308 49.59788
## Tony Romo 83.44858 86.76216 90.33714
## Garrett Grayson 49.35034 48.68525 46.31308
## Pocket Passer High Awareness Balanced
## Ryan Tannehill 81.77133 82.60184
## Taylor Heinicke 24.46858 32.65205
## Ben Roethlisberger 93.65359 89.67800
## Marcus Mariota 67.29678 74.87349
## Drew Brees 93.82763 87.97310
## Jimmy Clausen 46.68841 44.43057
## Terrelle Pryor 34.24461 49.03519
## Colt McCoy 52.73189 56.13335
## Pat Devlin 29.55113 31.63484
## Bryn Renner 27.51305 30.31577
## Aaron Murray 35.36846 36.93738
## Tarvaris Jackson 52.32133 58.17593
## Charlie Whitehurst 53.20998 50.87268
## Andrew Luck 93.33563 92.63449
## Blake Bortles 55.50246 57.73213
## Johnny Manziel 51.02246 62.96460
## Jameis Winston 73.95231 72.50503
## Matt Simms 25.38530 29.89709
## Mike Kafka 31.90020 28.66613
## Matt Flynn 53.07673 56.17023
## Matt Barkley 40.34689 39.21998
## Teddy Bridgewater 76.09695 76.70414
## Matt Blanchard 24.01694 30.13477
## Chad Henne 45.44002 40.56926
## Matt Ryan 85.77227 77.01215
## Sean Renfree 38.37207 34.33785
## Scott Tolzien 42.91637 40.53234
## Matthew Stafford 76.93151 71.39352
## Nick Foles 59.37758 49.97225
## Joe Flacco 85.43480 78.52142
## Case Keenum 43.38904 43.55613
## Josh Johnson 44.92192 55.48104
## David Fales 33.15869 33.46749
## Kellen Moore 41.37850 36.52593
## Josh McCown 48.81399 49.84877
## Matt Moore 51.08024 49.36984
## Joe Webb 37.04278 52.73733
## Tajh Boyd 23.51153 32.25532
## Thad Lewis 40.95050 43.57682
## Peyton Manning 89.52304 77.96866
## Cam Newton 90.48432 92.07212
## Ryan Griffin 28.19191 26.04245
## Robert Griffin III 68.19883 75.25277
## Brandon Weeden 49.49896 47.73750
## Jeff Tuel 29.32612 34.55954
## Blaine Gabbert 48.63737 51.81292
## Drew Stanton 52.11901 53.37878
## Zac Dysert 33.96733 36.33641
## Derek Carr 67.08154 68.08490
## Mike Glennon 45.30042 35.62962
## Brett Hundley 45.16620 52.29616
## Chandler Harnish 29.56438 38.95617
## Tim Tebow 42.69907 52.89687
## Colin Kaepernick 74.94000 80.39764
## Connor Shaw 30.74770 42.06545
## Logan Thomas 39.95059 49.80500
## Jameill Showers 12.41689 21.13954
## Stephen Morris 29.35289 39.29917
## Bryce Petty 40.41955 41.26846
## Shane Carden 27.31592 27.14606
## Josh Freeman 37.01095 42.12780
## Jay Cutler 67.54914 63.02893
## Christian Ponder 53.60039 61.54475
## B.J. Daniels 28.65459 42.12100
## Russell Wilson 88.78705 90.71527
## Andy Dalton 68.64914 64.59382
## Brad Sorensen 22.15591 22.30229
## Ryan Fitzpatrick 61.17063 56.93226
## Matt Hasselbeck 50.41532 44.20059
## Kirk Cousins 47.88091 45.70852
## Austin Davis 52.02920 56.12932
## Aaron Rodgers 96.16340 93.46895
## Tom Savage 39.54371 36.38534
## Brian Hoyer 51.64092 49.42645
## Eli Manning 81.80178 71.19338
## Mark Sanchez 58.94104 55.97739
## Tyrod Taylor 53.37828 64.09766
## Tom Brady 94.62665 83.67050
## Landry Jones 34.09111 28.05278
## Carson Palmer 74.60133 62.57736
## Trevor Siemian 28.10503 32.82116
## Matt McGloin 42.39724 42.77642
## McLeod Bethel-Thompson 26.61641 25.90808
## Seth Lobato 18.22687 22.90539
## Dylan Thompson 28.79610 35.95415
## Alex Tanney 27.67694 28.76429
## Bryan Bennett 20.86649 27.45667
## R.J. Archer 28.79192 33.25734
## Garrett Gilbert 28.26577 31.33470
## Geno Smith 61.72082 68.06269
## Brock Osweiler 47.32825 45.67150
## Matt Cassel 54.78694 49.69328
## T.J. Yates 43.51880 38.94005
## Ryan Mallett 45.85361 30.76481
## E.J. Manuel 54.58792 61.20639
## Ryan Nassib 47.41133 44.78701
## Dustin Vaughan 28.19506 25.85330
## Jerry Lovelocke 13.57047 18.00315
## Matt Schaub 50.20924 40.33343
## Ricky Stanzi 24.36639 25.00813
## Derek Anderson 41.50201 31.00421
## Cody Fajardo 23.32669 32.36731
## G.J. Kinne 24.56567 31.29997
## Chase Daniel 50.40022 52.57062
## A.J. McCarron 46.87500 44.81007
## Zach Mettenberger 53.80289 42.43019
## Kellen Clemens 46.81597 42.56553
## Alex Smith 78.33485 75.89224
## Luke McCown 48.88454 49.36053
## Bruce Gradkowski 52.60726 54.86728
## Sam Bradford 65.97772 60.15187
## Tyler Bray 22.91735 21.53476
## Philip Rivers 86.97494 74.00710
## Dan Orlovsky 35.71370 30.46480
## Sean Mannion 34.79716 27.53867
## Shaun Hill 50.01691 43.88240
## Jimmy Garoppolo 49.97079 49.20833
## Tony Romo 93.26124 88.73875
## Garrett Grayson 44.70071 46.48518